Have a website account?Log In orRegister for exclusive website content.
 Subscribe
Advanced Search
  • Home
  • Journal Info
    • About atm
    • Indexing
    • Editors-in-Chief
    • Editorial Board
    • Authors
    • Former Editorial Board
    • Peer Review Process
    • Supplements and Series
    • Advertising Policy
    • Testimonials
  • For Authors
    • Author Instructions
    • Online Submission
    • Submit Multimedia Files
    • Reference Style
    • AME Editing Service
    • Interviews with Outstanding Authors
  • For Reviewers
    • Guidelines for Reviewers
    • Online Review
    • Reviewers
  • Ethics and Policies
    • Journal Management (Editorial Roles)
    • Editorial Policies
    • Publication Ethics Policy
    • Research Ethics Policy
    • Human and Animal Rights
    • Authorship and Contributorship
    • Informed Consent Policy
    • Conflicts of Interest
    • Data Sharing Policy
    • Open Access Statement
    • Content Licensing
    • Copyright and Permission
    • Quality Control System
    • Data and Reproducibility
    • Policy of Screening for Plagiarism Process
    • Policy of Dealing with Allegations of Research Misconduct
    • Corrections and Retractions
    • Complaints and Appeals
  • Special Contents
    • Special Series (Published)
    • Special Series (Ongoing)
    • Sharp Minds in China-CAS and CAE
    • Insights From the Reporting Guidelines
    • Interviews with Editorial Board Members
  • Archives
  • Online First
  • Article-Processing Charges
  • News
  • Home /
  • Big-data Clinical Trial Column /
  • Naïve Bayes classification in R

Naïve Bayes classification in R

Posted On 2016-12-27 15:49:40

Naïve Bayes classification is a kind of simple probabilistic classification methods based on Bayes’ theorem with the assumption of independence between features. The model is trained on training dataset to make predictions by predict() function. This article introduces two functions naiveBayes() and train() for the performance of Naïve Bayes classification.

Read more>>

Big-data Clinical Trial Column

  • Binary logistic regression modeling with TensorFlow™
  • Reinforcement learning in clinical medicine: a method to optimize dynamic treatment regime over time
  • Predictive analytics with gradient boosting in clinical medicine
  • Balance diagnostics after propensity score matching
  • %ggBaseline: a SAS macro for analyzing and reporting baseline characteristics automatically in medical research
  • Overview of model validation for survival regression model with competing risks using melanoma study data
  • Decision curve analysis: a technical note
  • Opening the black box of neural networks: methods for interpreting neural network models in clinical applications
  • Instrumental variable analysis in the presence of unmeasured confounding
  • Subgroup identification in clinical trials: an overview of available methods and their implementations with R

About

Aims and ScopeAnnals of Translational Medicine (Ann Transl Med; ATM; Print ISSN 2305-5839; Online ISSN 2305-5847) is an international, peer-reviewed, open access journal, aiming to provide multidiscip...

    AME Publishing Company

    • AME Case Reports
    • AME Medical Journal
    • AME Surgical Journal
    • Annals of Blood
    • Annals of Breast Surgery
    • Annals of Cancer Epidemiology
    • Annals of Cardiothoracic Surgery
    • Annals of Esophagus
    • Annals of Eye Science
    • Annals of Infection
    • Annals of Joint
    • Annals of Laparoscopic and Endoscopic Surgery
    • Annals of Lymphoma
    • Annals of Nasopharynx Cancer
    • Annals of Palliative Medicine
    • Annals of Pancreatic Cancer
    • Annals of Thyroid
    • Annals of Translational Medicine
    • Art of Surgery
    • Australian Journal of Otolaryngology
    • Biotarget
    • Cardiovascular Diagnosis and Therapy
    • Chinese Clinical Oncology
    • Current Challenges in Thoracic Surgery
    • Digestive Medicine Research
    • Frontiers of Oral and Maxillofacial Medicine
    • Gastrointestinal Stromal Tumor
    • Gland Surgery
    • Gynecology and Pelvic Medicine
    • Health Technology
    • Hepatobiliary Surgery and Nutrition
    • Journal of Emergency and Critical Care Medicine
    • Journal of Gastrointestinal Oncology
    • Journal of Hospital Management and Health Policy
    • Journal of Laboratory and Precision Medicine
    • Journal of Medical Artificial Intelligence
    • Journal of Oral and Maxillofacial Anesthesia
    • Journal of Public Health and Emergency
    • Journal of Spine Surgery
    • Journal of Thoracic Disease
    • Journal of Visualized Surgery
    • Journal of Xiangya Medicine
    • Laparoscopic Surgery
    • Longhua Chinese Medicine
    • Mediastinum
    • Mesentery and Peritoneum
    • mHealth
    • Microphysiological Systems
    • Pediatric Medicine
    • Precision Cancer Medicine
    • Pharmacogenomics Research and Personalized Medicine
    • Quantitative Imaging in Medicine and Surgery
    • Shanghai Chest
    • Therapeutic Radiology and Oncology
    • Translational Breast Cancer Research
    • Translational Andrology and Urology
    • Translational Cancer Research
    • Translational Gastroenterology and Hepatology
    • Translational Lung Cancer Research
    • Translational Pediatrics
    • Video-Assisted Thoracic Surgery
    • More Journal

All content on this site: Copyright © 2025 AME Publishing Company. All rights are reserved. For all open access content, the Creative Commons licensing terms apply.

Published by AME Publishing Company 
Address: Flat/RM C 16F, Kings Wing Plaza 1, NO. 3 on Kwan Street, Shatin, NT, Hong Kong, China.
Email: editor@atmjournal.org